Detail publikačního výsledku

Pilot's Attention Distribution Modeling Using Hidden Markov Models

HANÁK, J.; VLK, J.; CHUDÝ, P.

Originální název

Pilot's Attention Distribution Modeling Using Hidden Markov Models

Anglický název

Pilot's Attention Distribution Modeling Using Hidden Markov Models

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

The attention distribution over the instrument panel in flight is a significant indicator of pilots cognitive state. A major difference between a rookie and experienced pilot can be observed through the means of perceiving the environment and processing the information gathered from the flight instruments. Then such attention distribution models is a part of pilot behavior modeling and even pilot identification or classification. This work is focused on fusion of the eye-tracking data with the flight variables acquired during simulated flight experiments. The flight data itself were collected in a series of experimental simulated flight tasks performed by real pilots with a different level of experience.

Anglický abstrakt

The attention distribution over the instrument panel in flight is a significant indicator of pilots cognitive state. A major difference between a rookie and experienced pilot can be observed through the means of perceiving the environment and processing the information gathered from the flight instruments. Then such attention distribution models is a part of pilot behavior modeling and even pilot identification or classification. This work is focused on fusion of the eye-tracking data with the flight variables acquired during simulated flight experiments. The flight data itself were collected in a series of experimental simulated flight tasks performed by real pilots with a different level of experience.

Klíčová slova

pilot, aircraft, eye tracking, Hidden Markov Models

Klíčová slova v angličtině

pilot, aircraft, eye tracking, Hidden Markov Models

Autoři

HANÁK, J.; VLK, J.; CHUDÝ, P.

Vydáno

28.11.2022

Nakladatel

International Council of the Aeronautical Sciences

Místo

Stockholm, Sweden

ISBN

978-1-7138-7116-3

Kniha

ICAS PROCEEDINGS

ISSN

2958-4647

Periodikum

ICAS Proceedings

Číslo

11

Stát

Spolková republika Německo

Strany od

6861

Strany do

6872

Strany počet

12

URL

https://www.icas.org/ICAS_ARCHIVE/ICAS2022/data/papers/ICAS2022_0721_paper.pdf

BibTex

@inproceedings{BUT182524,
  author="Jiří {Hanák} and Jan {Vlk} and Peter {Chudý}",
  title="Pilot's Attention Distribution Modeling Using Hidden Markov Models",
  booktitle="ICAS PROCEEDINGS",
  year="2022",
  journal="ICAS Proceedings",
  number="11",
  pages="6861--6872",
  publisher="International Council of the Aeronautical Sciences",
  address="Stockholm, Sweden",
  isbn="978-1-7138-7116-3",
  issn="2958-4647",
  url="https://www.icas.org/ICAS_ARCHIVE/ICAS2022/data/papers/ICAS2022_0721_paper.pdf"
}